import torch
import torch.nn as nn
import torch.nn.functional as F

class Net(nn.Module):
    def __init__(self):
        super(Net, self).__init__()
        self.model = nn.Sequential(nn.Linear(6, 12),
                                   nn.ReLU(),
                                   nn.Linear(12,30),
                                   nn.ReLU(),
                                   nn.Linear(30, 10),
                                   nn.ReLU(),
                                   nn.Linear(10, 5),
                                   nn.LogSoftmax(dim=1)
                                   )

    def forward(self, x):
        x = self.model(x)
        return x